Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-18 0.172354 0.189544 0.208367 0.230626 0.256386 0.285448 0.320985
2025-05-25 0.138857 0.161029 0.187249 0.221005 0.264004 0.317938 0.392375
2025-06-01 0.120008 0.144385 0.174826 0.216548 0.273782 0.352039 0.471993
2025-06-08 0.108109 0.133824 0.167337 0.215662 0.286218 0.390287 0.566127
2025-06-15 0.100015 0.126785 0.162962 0.217483 0.301664 0.434926 0.682728
2025-06-22 0.090005 0.115930 0.151833 0.207619 0.297236 0.446636 0.745600
2025-06-29 0.082432 0.107666 0.143376 0.200399 0.295378 0.461587 0.818843
2025-07-06 0.076598 0.101325 0.137017 0.195478 0.296251 0.481111 0.908205
2025-07-13 0.074223 0.099738 0.137489 0.201344 0.316405 0.541133 1.115240
2025-07-20 0.072440 0.098832 0.138831 0.208681 0.340342 0.614977 1.399393
2025-07-27 0.070636 0.097716 0.139675 0.215171 0.363733 0.694484 1.756769
2025-08-03 0.068672 0.096179 0.139658 0.220046 0.384715 0.775065 2.189015
2025-08-10 0.065583 0.092753 0.136382 0.218834 0.393380 0.829664 2.590006
2025-08-17 0.061327 0.087228 0.129207 0.209577 0.383111 0.831206 2.769052
2025-08-24 0.058297 0.083516 0.124871 0.205367 0.383662 0.864178 3.149922
2025-08-31 0.056078 0.080992 0.122395 0.204528 0.391927 0.923419 3.774362
2025-09-07 0.054433 0.079310 0.121255 0.206214 0.406590 1.009175 4.756754
2025-09-14 0.051307 0.074991 0.115132 0.197055 0.392633 0.993833 4.957873
2025-09-21 0.048751 0.071524 0.110360 0.190342 0.384108 0.995933 5.339754
2025-09-28 0.046672 0.068773 0.106739 0.185764 0.380561 1.015776 5.964001
2025-10-05 0.046106 0.068571 0.107762 0.191221 0.404872 1.153629 8.459229
2025-10-12 0.045727 0.068664 0.109328 0.198041 0.434590 1.333403 13.031386
2025-10-19 0.045247 0.068548 0.110482 0.204067 0.463569 1.532723 21.045301